#cx, Twitter, 11/15/2021 1:32:03 AM, 266246


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#cx_2021-11-14_16-58-09.xlsx
#cx_2021-11-14_16-58-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2021
Short Description:
#cx via NodeXL https://bit.ly/3oscBNM
@chidambara09
@mentalmarketer
@gosquad22
@softclouds
@education_24x7
@stephaniethum
@bimedotcom
@eli_krumova
@enricomolinari
@digitaltransf11

Top hashtags:
#cx
#datascience
#digital
#tech
#bigdata
#finserv
#usa
#ehealth
#cloud

Description:
Description
The graph represents a network of 3,423 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 01:14 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 2-hour, 20-minute period from Tuesday, 09 November 2021 at 22:40 UTC to Sunday, 14 November 2021 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3423
Unique Edges : 3578
Edges With Duplicates : 12005
Total Edges : 15583
Number of Edge Types : 5
Mentions : 3244
Retweet : 4680
MentionsInRetweet : 5882
Tweet : 1687
Replies to : 90
Self-Loops : 1928
Reciprocated Vertex Pair Ratio : 0.0414338022740412
Reciprocated Edge Ratio : 0.0795706883789785
Connected Components : 717
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 2107
Maximum Edges in a Connected Component : 13529
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.789276
Graph Density : 0.000461347780929126
Modularity : 0.309594
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,423 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 01:14 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 2-hour, 20-minute period from Tuesday, 09 November 2021 at 22:40 UTC to Sunday, 14 November 2021 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cx
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://www.insurancethoughtleadership.com/the-importance-of-explainable-ai/
[33] -
[32] https://www.passionateinmarketing.com/how-to-kick-start-your-career-as-a-big-data-developer/
[32] US
[29] https://s2.radio.co/s532f0345f/listen
[26] https://www.eescorporation.com/risks-of-outsourcing-it-services/?utm_content=186830099&utm_medium=social&utm_source=twitter&hss_channel=tw-1376950221876432899
[26] https://www.zdnet.com/article/artificial-intelligence-learns-to-talk-back/
[25] https://www.eescorporation.com/cloud-computing-and-seo-impacts/?utm_content=187165781&utm_medium=social&utm_source=twitter&hss_channel=tw-1376950221876432899
[22] https://www.networkworld.com/article/3637965/how-to-choose-an-edge-gateway.html
[21] https://www.dailymail.co.uk/femail/article-10184421/Are-suffering-entry-anxiety.html?ito=social-twitter_dailymailUK

Top URLs in Tweet in G1:
[17] https://nice.com/
[8] https://ciclismoayerhoy.com/embarrados-t2-e10-analizamos-los-campeonatos-de-europa/
[7] https://www.instagram.com/accounts/login/
[6] https://www.mbtmag.com/home/blog/21747263/successfully-creating-a-digital-customer-experience
[5] -
[5] https://www.cmswire.com/customer-experience/want-to-create-a-customer-for-life-fall-in-love/
[4] https://gbs.world/login-or-register/?action=register
[4] https://gbs.world/weekly/
[4] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[4] https://strategicobm.com/

Top URLs in Tweet in G2:
[30] https://www.passionateinmarketing.com/how-to-kick-start-your-career-as-a-big-data-developer/
[26] US
[24] https://www.eescorporation.com/risks-of-outsourcing-it-services/?utm_content=186830099&utm_medium=social&utm_source=twitter&hss_channel=tw-1376950221876432899
[24] https://www.eescorporation.com/cloud-computing-and-seo-impacts/?utm_content=187165781&utm_medium=social&utm_source=twitter&hss_channel=tw-1376950221876432899
[19] https://www.dailymail.co.uk/femail/article-10184421/Are-suffering-entry-anxiety.html?ito=social-twitter_dailymailUK
[19] https://www.linkedin.com/posts/pinakilaskar_ai-metaverse-machinelearning-activity-6864032950955110400-fD3C
[18] https://rivalime.com/privileged-access-management-best-practices/?utm_content=187173908&utm_medium=social&utm_source=twitter&hss_channel=tw-1435562461944549378
[18] https://www.networkworld.com/article/3637965/how-to-choose-an-edge-gateway.html
[17] https://trib.al/6eShCrs
[17] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r

Top URLs in Tweet in G3:
[33] https://www.insurancethoughtleadership.com/the-importance-of-explainable-ai/
[24] https://www.zdnet.com/article/artificial-intelligence-learns-to-talk-back/
[10] https://www.business2community.com/infographics/state-of-b2b-content-marketing-in-2021-infographic-02436070
[9] https://www.aiiottalk.com/ai-ml-revolutionizes-the-customer-experience/
[8] https://www.fastcompany.com/90689846/how-your-brand-benefits-from-the-customer-experience-revolution
[6] https://www.statista.com/chart/26074/%2522buy-now-pay-later%2522-prevalence-in-select-countries/?utm_source=Statista+Newsletters&utm_campaign=6ca2bc3dbf-All_InfographTicker_daily_COM_KW40_2021_Fr_COPY_01&utm_medium=email&utm_term=0_662f7ed75e-6ca2bc3dbf-315149497
[5] https://blog.digimind.com/fr/insight-driven-marketing/utiliser-insights-consommateurs-pour-optimiser-votre-reputation
[5] https://www.e-marketing.fr/Thematique/influences-1293/etude-barometre-2218/Breves/Tribune-metaverse-naissance-avatar-consommateur-366472.htm
[5] https://comarketing-news.fr/retail-ladaptation-passera-par-la-data/
[4] https://phys.org/news/2021-11-quantum-architectures-crystals.html

Top URLs in Tweet in G4:
[17] -
[17] Customer
[5] https://constellationr.zoom.us/meeting/register/tZwscO2tqjMoGdCz17prJa3I8QWV_GS1Qo5b
[4] https://www.linkedin.com/video/event/urn:li:ugcPost:6859124584755560448/
[4] https://www.destinationcrm.com/Webevents/roundtable/17nov2021/soc
[4] https://www.destinationcrm.com/Webevents/ServiceNow/10nov2021/soc
[3] https://keithdawson.ventanaresearch.com/ais-value-to-contact-centers-what-are-the-use-cases?utm_campaign=Expertise
[3] Experience&utm_content=185528719&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[3] https://www.ventanaresearch.com/press-release/ventana-research-celebrates-its-19th-anniversary?utm_campaign=Press
[3] Release

Top URLs in Tweet in G5:
[29] https://s2.radio.co/s532f0345f/listen
[12] https://cx-journey.com/2021/11/the-key-to-a-great-customer-experience-is-collaboration.html
[11] http://customerservicedaily.com
[8] https://hbr.org/2011/05/the-power-of-small-wins?utm_medium=social&utm_campaign=hbr&utm_source=LinkedIn&tpcc=orgsocial_edit
[5] https://www.forbes.com/sites/forbestechcouncil/2021/11/09/the-evolution-of-voice-in-elevating-the-user-experience/
[5] https://watermarkconsult.net/blog/2021/10/18/customer-experience-roi-study/
[4] https://hyken.com/customer-service-strategies/a-fast-answer-or-the-right-answer/
[4] https://www.forbes.com/sites/ronshevlin/2021/10/18/the-rise-and-fall-of-customer-experience-in-banking/?sh=35546cbd2d41
[4] https://www.mycustomer.com/marketing/strategy/is-your-business-misrepresenting-older-customers
[4] https://blog.hubspot.com/service/customer-experience-trends

Top URLs in Tweet in G6:
[10] https://www.idc.com/eu/events/68860-customer-experience-customer-success-digital-forum-2021?refid=Social
[4] https://alethea.ai/
[3] https://nice.com/
[3] https://www.masvoz.net/blog/what-changes-are-taking-place-in-call-centers-during-this-decade/
[3] http://out.faveeo.com/?url=https://swagatamsen.medium.com/artificial-intelligence-in-the-backdrop-of-climate-change-e94f2342bf8&vertical=general&family=ai
[3] https://adnews.galitt.com/actualites/details/square-veut-conquerir-les-adolescents
[2] https://www.einnews.com/pr_news/556086572/south-africa-s-bpo-sector-rides-wave-of-global-business-recovery-and-reconfigured-post-pandemic-business-models
[2] https://teamrelated.com/organisations/zendesk
[2] https://teamrelated.com/organisations/freshworks
[2] https://www.finyear.com/L-innovation-dans-l-ecosysteme-financier-passera-par-l-Open-Finance_a45865.html

Top URLs in Tweet in G7:
[6] https://www.forbes.com/sites/forbesfinancecouncil/2021/11/10/how-lenders-can-improve-the-customer-experience-through-digital-transformation/
[6] https://www.forbes.com/sites/forbesbusinesscouncil/2021/11/12/if-a-customer-experience-investment-doesnt-look-good-on-paper-redesign-the-paper/
[5] https://dgsaga.com/blog-how-videos-can-build-customer-relationships/?utm_source=SocialMedia&utm_medium=Post&utm_campaign=Blog_Promotion
[3] https://www.itproportal.com/features/driving-growth-through-customer-experience/
[2] https://www.cmswire.com/digital-experience/5-ways-to-improve-customer-experience-as-online-competition-heats-up/
[2] https://www.forbes.com/sites/forrester/2021/11/08/a-new-era-in-customer-experience-management-predictive/
[2] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/11/01/turning-digital-transformation-vision-into-reality/
[2] https://adage.com/article/EY/how-covid-19-has-transformed-customer-experience/2371606
[2] US
[2] https://www.networkworld.com/article/3637965/how-to-choose-an-edge-gateway.html

Top URLs in Tweet in G8:
[14] https://www.myfrugalbusiness.com/2021/11/proven-strategies-reach-customers-engage-target-market.html
[3] https://www.forbes.com/sites/forbestechcouncil/2021/11/01/personalization-vs-automation-striking-the-right-balance-for-a-positive-customer-experience/
[2] https://erikchristianjohnson.com/understand-your-customers-know-what-they-are-searching-for/
[2] https://chameleonpower.com/contactussocial.aspx
[2] https://www.convinceandconvert.com/online-customer-experience/tis-the-season-to-double-down-on-social-customer-care-and-protect-your-community-managers/
[2] https://www.brighttalk.com/webcast/15379/518369?utm_source=social&utm_medium=linkedin&utm_campaign=2021.11-futurum-contact-centers
[2] https://foodandbeverage.wbresearch.com/speakers/danica-konetski
[2] https://www.3birds.net/blogs/post/what-is-a-cdp
[1] https://www.ventanaresearch.com/press-release/ventana-research-celebrates-its-19th-anniversary?utm_campaign=Press
[1] Release

Top URLs in Tweet in G9:
[11] https://www.forbes.com/sites/allbusiness/2019/02/17/customer-experience-artificial-intelligence/?utm_sq=grf0g2qdwb&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner#2c84bafe15bd
[10] https://hbr.org/2021/05/4-strategies-to-simplify-the-customer-journey?utm_sq=gvs5af4bj4&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[4] https://hbr.org/2021/05/whats-your-customers-purpose?utm_sq=gvs5cjgo78&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[4] https://hbr.org/2021/10/the-5-fronts-of-digital-transformation-in-the-middle-market
[2] US
[2] https://www.entrepreneur.com/article/344935?utm_sq=gtmoqw4zxr&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[2] https://blog.adobe.com/en/publish/2021/10/11/new-adobe-experience-cloud-innovations-power-next-evolution-b2b-customer-experience.html?utm_sq=gvudg95whx&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner#gs.e1c7zk
[2] https://hbr.org/sponsored/2021/07/8-steps-for-building-a-culture-of-data-driven-empathy
[2] https://investor.lemonade.com/news-and-events/news/news-details/2021/Lemonade-To-Acquire-Metromile/default.aspx
[2] https://www.socialmagnets.net/time-the-important-moments-of-experience/?utm_sq=gqpe0alcgc&utm_source=twitter&utm_medium=social&utm_campaign=ross-quintana&utm_content=rosscontent

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=qBAHyzKWAYc&ab_channel=TeamSDWorx

[1] https://twitter.com/cyclocross24/status/1459539883098267649
[1] https://twitter.com/cyclocross24/status/1458813430090145793
[1] https://twitter.com/cyclocross24/status/1459560170435100673
[1] https://twitter.com/cyclocross24/status/1458789061712355338
[1] https://twitter.com/sporza_koers/status/1459560406276526081
[1] https://www.burgosproteam.com/felipe-orts-y-burgos-bh-inician-con-ilusion-la-temporada-de-cx/
[1] https://www.procyclinginfo.info/?p=805
[1] https://alicanteconelplatogrande.com/2021/11/12/criterios-de-seleccionabilidad-para-el-mundial-de-cx-2022-y-ayudas-a-deportistas-por-resultados-en-copa-del-mundo-cx/
[1] https://twitter.com/WielerFlits/status/1458788181265031181

Top Domains
Top Domains in Tweet in Entire Graph:
[249] okt.to
[221] trib.al
[202] twitter.com
[170] forbes.com
[166] co.uk
[130] dy.si
[112] linkedin.com
[78] medium.com
[75] socxo.net
[67] eescorporation.com

Top Domains in Tweet in G1:
[41] okt.to
[24] linkedin.com
[22] twitter.com
[18] dy.si
[17] nice.com
[14] cmswire.com
[14] gbs.world
[12] ciclismoayerhoy.com
[8] customerthink.com
[7] instagram.com

Top Domains in Tweet in G2:
[202] trib.al
[140] co.uk
[90] twitter.com
[75] socxo.net
[64] eescorporation.com
[64] forbes.com
[57] bloomberg.com
[43] medium.com
[43] datasciencecentral.com
[41] google.com

Top Domains in Tweet in G3:
[33] insurancethoughtleadership.com
[25] zdnet.com
[18] trib.al
[17] forbes.com
[13] twitter.com
[12] medium.com
[12] business2community.com
[11] co.uk
[10] datasciencecentral.com
[9] aiiottalk.com

Top Domains in Tweet in G4:
[168] okt.to
[27] cxtoday.com
[22] ventanaresearch.com
[15] infl.tv
[12] five9.com
[10] linkedin.com
[10] avaya.com
[10] smh.re
[9] destinationcrm.com
[9] talkdesk.com

Top Domains in Tweet in G5:
[33] forbes.com
[29] radio.co
[25] cvsoci.al
[24] ampproject.org
[23] pivotpointsolutions.net
[20] cx-journey.com
[17] twitter.com
[14] hbr.org
[14] t.ly
[13] youtube.com

Top Domains in Tweet in G6:
[28] okt.to
[17] medium.com
[11] idc.com
[4] alethea.ai
[4] teamrelated.com
[3] nice.com
[3] masvoz.net
[3] faveeo.com
[3] galitt.com
[2] linkedin.com

Top Domains in Tweet in G7:
[17] forbes.com
[5] dgsaga.com
[5] dy.si
[3] itproportal.com
[2] oftenimitatedpodcast.com
[2] cmswire.com
[2] adage.com
[2] techcrunch.com
[2] cio.com
[2] networkworld.com

Top Domains in Tweet in G8:
[14] myfrugalbusiness.com
[5] treasuredata.com
[4] forbes.com
[4] martech.org
[2] erikchristianjohnson.com
[2] chameleonpower.com
[2] hbr.org
[2] convinceandconvert.com
[2] brighttalk.com
[2] wbresearch.com

Top Domains in Tweet in G9:
[24] hbr.org
[14] forbes.com
[4] mckinsey.com
[4] adobe.com
[3] paper.li
[3] entrepreneur.com
[2] linkedin.com
[2] medium.com
[2] lemonade.com
[2] socialmagnets.net

Top Domains in Tweet in G10:
[8] twitter.com
[1] youtube.com
[1] burgosproteam.com
[1] procyclinginfo.info
[1] alicanteconelplatogrande.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3842] cx
[2112] datascience
[1827] digital
[1822] tech
[1786] bigdata
[1688] finserv
[1658] usa
[1648] ehealth
[1553] cloud
[1363] javascript



Top Hashtags in Tweet in G1:
[632] cx
[106] customerexperience
[37] ux
[34] marketing
[29] ai
[28] customerservice
[26] cxone
[23] contactcenter
[20] digitalcx
[19] business

Top Hashtags in Tweet in G2:
[1870] datascience
[1563] tech
[1541] bigdata
[1453] digital
[1452] usa
[1445] ehealth
[1430] finserv
[1304] cloud
[1289] javascript
[922] hclswlobp

Top Hashtags in Tweet in G3:
[236] cx
[211] finserv
[206] digital
[196] bigdata
[192] tech
[184] datascience
[180] ai
[168] usa
[166] ehealth
[164] cloud

Top Hashtags in Tweet in G4:
[496] cx
[100] cxone
[97] customerexperience
[93] ai
[61] contactcenter
[43] digital
[39] contactcenters
[35] ccaas
[31] digitaltransformation
[26] selfservice

Top Hashtags in Tweet in G5:
[503] cx
[126] customerexperience
[121] custserv
[57] infinitejourneys
[56] ai
[55] ex
[53] hcd
[51] designthinking
[42] hx
[39] rox

Top Hashtags in Tweet in G6:
[151] cx
[98] ai
[53] digitaltransformation
[51] ux
[44] wearables
[22] cx_idcidg
[19] ecommerce
[19] retail
[18] technology
[17] digital

Top Hashtags in Tweet in G7:
[47] cx
[29] customerexperience
[17] technology
[12] finserv
[10] custserv
[10] digital
[9] usa
[9] tech
[9] cloud
[9] ehealth

Top Hashtags in Tweet in G8:
[63] cx
[22] marketing
[16] cdp
[14] digitalmarketingtips
[14] digitalmarketingtrends
[14] cmo
[12] funding
[10] customerexperience
[9] customerdata
[8] digitalmarketing

Top Hashtags in Tweet in G9:
[64] cx
[35] customerexperience
[20] digital
[15] digitaltransformation
[11] tips
[11] artificialintelligenc
[9] ex
[7] marketing
[7] ai
[7] cloud

Top Hashtags in Tweet in G10:
[25] cx
[10] cycling
[7] cyclocross
[6] niel
[4] jaarmarktcross
[3] ethiascross
[3] leuven
[3] veldrijden
[3] superprestige2022
[2] womencycling

Top Words
Top Words in Tweet in Entire Graph:
[3839] #cx
[2112] #datascience
[1822] #tech
[1812] #digital
[1786] #bigdata
[1688] #finserv
[1658] #usa
[1648] #ehealth
[1553] #cloud
[1447] chidambara09

Top Words in Tweet in G1:
[630] #cx
[205] customer
[128] experience
[107] more
[106] #customerexperience
[74] customers
[74] digital
[68] learn
[64] cx
[62] gt

Top Words in Tweet in G2:
[1870] #datascience
[1563] #tech
[1541] #bigdata
[1452] #usa
[1445] #ehealth
[1439] #digital
[1430] #finserv
[1304] #cloud
[1289] #javascript
[1235] chidambara09

Top Words in Tweet in G3:
[236] #cx
[211] #finserv
[205] #digital
[196] #bigdata
[192] #tech
[184] #datascience
[180] #ai
[175] chidambara09
[168] #usa
[166] #ehealth

Top Words in Tweet in G4:
[497] #cx
[144] gt
[135] customer
[118] more
[100] #cxone
[97] #customerexperience
[93] #ai
[88] customers
[73] join
[71] cx

Top Words in Tweet in G5:
[503] #cx
[191] customer
[126] experience
[126] #customerexperience
[121] #custserv
[93] customers
[78] more
[59] distinction
[57] cx
[57] #infinitejourneys

Top Words in Tweet in G6:
[151] #cx
[98] #ai
[59] mikequindazzi
[56] gt
[53] #digitaltransformation
[51] #ux
[44] #wearables
[31] digital
[30] artificial
[30] intelligence

Top Words in Tweet in G7:
[47] #cx
[29] #customerexperience
[17] #technology
[15] softclouds
[12] chat
[12] paper
[12] #finserv
[11] oraclecx
[10] #custserv
[10] #digital

Top Words in Tweet in G8:
[63] #cx
[30] customer
[22] #marketing
[20] strategies
[19] data
[16] treasure
[16] #cdp
[15] more
[15] treasuredata
[14] reach

Top Words in Tweet in G9:
[64] #cx
[38] customer
[35] #customerexperience
[34] experience
[25] adobepartner
[20] #digital
[18] wswmuc
[16] digital
[15] #digitaltransformation
[12] #custome

Top Words in Tweet in G10:
[25] #cx
[17] 12
[10] #cycling
[9] annakay_3
[7] #cyclocross
[7] felipeorts15
[7] back
[7] cx
[7] niel
[6] came

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1570] #datascience,#finserv
[1559] #digital,#usa
[1486] #usa,#tech
[1456] #ehealth,#datascience
[1455] #cloud,#ehealth
[1420] #tech,#cloud
[886] #hclswlobp,#nocode
[882] #javascript,#github
[824] #finserv,#bigdata
[751] #machinelearning,#bigdata

Top Word Pairs in Tweet in G1:
[91] customer,experience
[39] learn,more
[38] #cx,#customerexperience
[32] gt,gt
[23] #customerexperience,#cx
[20] digital,cx
[20] #cx,#digitalcx
[19] holiday,season
[19] gt,#cx
[19] read,more

Top Word Pairs in Tweet in G2:
[1372] #datascience,#finserv
[1362] #digital,#usa
[1301] #usa,#tech
[1272] #ehealth,#datascience
[1267] #cloud,#ehealth
[1238] #tech,#cloud
[846] #hclswlobp,#nocode
[842] #javascript,#github
[725] #finserv,#bigdata
[695] #github,#nodejs

Top Word Pairs in Tweet in G3:
[162] #datascience,#finserv
[161] #digital,#usa
[151] #cloud,#ehealth
[151] #ehealth,#datascience
[149] #usa,#tech
[145] #tech,#cloud
[83] #machinelearning,#bigdata
[77] #finserv,#bigdata
[77] #finserv,#machinelearning
[72] chidambara09,#digital

Top Word Pairs in Tweet in G4:
[71] gt,gt
[57] #cx,#customerexperience
[35] customer,experience
[35] #cx,#cxone
[27] gt,#cx
[23] read,more
[23] #cxone,#nextgencx
[22] customer,service
[22] contact,center
[21] #cxnews,#cx

Top Word Pairs in Tweet in G5:
[77] customer,experience
[71] #cx,#custserv
[37] #cx,#customerexperience
[36] #customerexperience,#cx
[33] #hcd,#hx
[30] scott,mckain
[30] playing,distinction
[30] distinction,radio
[30] radio,join
[30] join,cutting

Top Word Pairs in Tweet in G6:
[50] mikequindazzi,#ai
[50] #ux,#cx
[44] #ai,#wearables
[44] #wearables,#ux
[37] #cx,#digitaltransformation
[30] artificial,intelligence
[22] gt,gt
[17] 16,noviembre
[15] #ai,#retail
[15] #retail,#investment

Top Word Pairs in Tweet in G7:
[14] #cx,#technology
[9] #digital,#usa
[9] #tech,#cloud
[9] #cloud,#ehealth
[9] #datascience,#finserv
[8] improve,#customerexperience
[8] #usa,#tech
[8] #ehealth,#datascience
[7] #custserv,chat
[6] #customerexperience,#cx

Top Word Pairs in Tweet in G8:
[16] treasure,data
[14] strategies,reach
[14] reach,target
[14] target,market
[14] market,#digitalmarketingtips
[14] #digitalmarketingtips,#digitalmarketingtrends
[14] #digitalmarketingtrends,#cx
[13] #cx,#cmo
[12] data,honored
[12] honored,featured

Top Word Pairs in Tweet in G9:
[18] customer,experience
[11] #cx,#digital
[11] build,star
[11] star,customer
[11] experience,artificial
[11] artificial,intelligence
[11] intelligence,#artificialintelligenc
[10] strategies,simplify
[10] simplify,customer
[10] customer,journey

Top Word Pairs in Tweet in G10:
[8] #cycling,#cx
[6] till,finish
[5] victory,annakay_3
[5] annakay_3,leuven
[5] leuven,leading
[5] leading,halfway
[5] halfway,1st
[5] 1st,round
[5] round,till
[5] finish,came

Top Replied-To
Top Replied-To in Entire Graph:
@consistencylabs
@mattwensing
@hyken
@jtwatkin
@uci_cx
@taylor_reach
@customerisfirst
@cxpert
@paula_piccard
@sap_retail

Top Replied-To in G2:
@parishilton

Top Replied-To in G3:
@paula_piccard
@lyakovet
@enilev
@theadityapatro
@bimedotcom
@sallyeaves

Top Replied-To in G4:
@chrismikeb
@huwverint
@genesys
@opanganet
@nicecxone
@kustomer
@yellowdotai
@spicecsm
@zoho
@amazon

Top Replied-To in G5:
@hyken
@jtwatkin
@customerisfirst
@cxpert
@gregortbach
@deniseleeyohn
@marshacollier
@rnanjad
@nbaleaguepass_
@tanujdiwan

Top Replied-To in G6:
@mattwensing
@seattletimes
@sap_retail
@foundr
@gartner_inc
@iryna_bur
@digitalmapsaw
@accenture

Top Replied-To in G7:
@pierrehnoud

Top Replied-To in G10:
@superprestigecx
@lucinda_brand
@rfeciclismo

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@miriamasensi
@betamoroney
@enilev
@evasmartai
@enterpriseengi4
@nitin_nitinsr
@catherineadenle
@mentalmarketer
@frontomees

Top Mentioned in G1:
@tcs_digital
@goglobo
@topfanscorner
@lumenvox
@goodinrealiz
@salesfloor
@sudeepsakalle
@daunjilero
@biz_retail

Top Mentioned in G2:
@chidambara09
@miriamasensi
@betamoroney
@enilev
@evasmartai
@enterpriseengi4
@nitin_nitinsr
@catherineadenle
@frontomees
@maria_boscarato

Top Mentioned in G3:
@chidambara09
@bimedotcom
@anthonyrochand
@ingliguori
@andrewincontact
@bhaggu
@itlupdates
@davidjmaireles
@ni
@sallyeaves

Top Mentioned in G4:
@verint
@nicecxone
@five9
@avaya
@genesys
@kdawsonvr
@niceltd
@cxtodaynews
@cfleischaker
@lizkmiller

Top Mentioned in G5:
@mentalmarketer
@stephaniethum
@hyken
@tanujdiwan
@annettefranz
@jtwatkin
@ailsday
@leslieo
@jennysuedempsey
@customerisfirst

Top Mentioned in G6:
@mikequindazzi
@masvoz
@harry_robots
@hudson_chatbots
@antgrasso
@google
@amazon
@meta
@msretail
@idg_spain

Top Mentioned in G7:
@softclouds
@oraclecx
@chidambara09
@gregortbach
@marshacollier
@hyken
@evankirstel
@dg__saga
@customerisfirst
@jeannebliss

Top Mentioned in G8:
@treasuredata
@nasdaq
@mikeschiemer
@ingliguori
@andrewincontact
@martechismktg
@leagoott
@sincromarketing
@shellykramer

Top Mentioned in G9:
@adobepartner
@wswmuc
@harvardbiz
@ibm_ix
@chidambara09
@ibm
@cyrilcoste
@mentalmarketer
@briansolis
@lemonade_inc

Top Mentioned in G10:
@annakay_3
@felipeorts15
@cyclingbottle
@burgosbh
@starcasinoteam
@ellenvanloy
@vdmdc_cx_team
@lauraverdonscht
@ps_bg_ct
@rfeciclismo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@americanair
@cybersec_feeds
@chidambara09
@mistersalesman
@piyuanker12
@xaelbot
@british_airways
@codedailybot
@delta

Top Tweeters in G1:
@intensive911
@topfanscorner
@dogetalist
@grandmoffjoseph
@socialsmktg
@peterkeates
@rachelloumiller
@victorvquijano
@ivannazau
@gbs_world

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@viralvideovlogs
@cybersecurityn8
@ipythonistabot

Top Tweeters in G3:
@aldoceccarelli
@lorimoreno
@fintechna
@nicochan33
@nomoreslaves
@akwyz
@shi4tech
@pythonexpertbot
@quick13
@gvalan

Top Tweeters in G4:
@mistersalesman
@piyuanker12
@evankirstel
@trippbraden
@rwang0
@education_24x7
@juliebhunt
@holgermu
@att
@sandersseanergy

Top Tweeters in G5:
@humanre41270855
@marketwatch
@designthinkbot
@gamergalsrt
@katenasser
@thedrum
@sprintbaseb
@premierpapercm
@cmicontent
@jenstirrup

Top Tweeters in G6:
@artificialbra1n
@walmart
@jeandoobs
@laveilletechno
@greentechdon
@seattletimes
@pardoe_ai
@google
@max_lyashko
@worldtrendsinfo

Top Tweeters in G7:
@marshacollier
@jamesvgingerich
@tonybodoh
@npr
@techmemechatter
@grjenkin
@fortivus
@antambo
@enderton_justin
@metoscm

Top Tweeters in G8:
@bot_innovation
@form_bot
@newsweek
@shellykramer
@sadasemb
@benzinga
@mistygirlph
@mikeschiemer
@robinheed
@thatchristinag

Top Tweeters in G9:
@adrianvelascos
@harvardbiz
@ross_quintana
@augieray
@wswmuc
@briansolis
@teamadmp
@jspadoan
@cyrilcoste
@bizswell

Top Tweeters in G10:
@nieuwsblad_be
@sporza
@dhumpachika
@txusfertras
@sporza_koers
@lenveigaz
@kenny_labbe
@rfeciclismo
@bh_bikes
@bjornschoot